Search Results for author: Chunjiang Liu

Found 4 papers, 0 papers with code

A Three-Phases SFT Hybrid Model Integrated Strong Prior Module and Data Overlap Estimation in the Eduation Context

no code implementations13 Mar 2024 Zhangquan Chen, Chunjiang Liu, Haobin Duan

More specifically, our model realizes the structural disassembly and incremental guided output of educational knowledge.

Dialogue Evaluation

When Large Language Models Meet Vector Databases: A Survey

no code implementations30 Jan 2024 Zhi Jing, Yongye Su, Yikun Han, Bo Yuan, Haiyun Xu, Chunjiang Liu, Kehai Chen, Min Zhang

This survey explores the synergistic potential of Large Language Models (LLMs) and Vector Databases (VecDBs), a burgeoning but rapidly evolving research area.

Hallucination Information Retrieval +1

A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature

no code implementations4 Jan 2024 Chunjiang Liu, Yikun Han, Haiyun Xu, Shihan Yang, Kaidi Wang, Yongye Su

This study presents a novel approach that synergizes community detection algorithms with various Graph Neural Network (GNN) models to bolster link prediction in scientific literature networks.

Community Detection Link Prediction

A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge

no code implementations18 Oct 2023 Yikun Han, Chunjiang Liu, Pengfei Wang

A vector database is used to store high-dimensional data that cannot be characterized by traditional DBMS.

Quantization Retrieval

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